Research on cultural heritage protection based on fixed parameter wavelet algorithm

This article proposes a cultural relic image compression algorithm based on wavelet packet transform. By optimizing the wavelet packet basis selection and quantization strategy, the compression efficiency has been significantly improved while ensuring image quality. The study designed an optimal base selection strategy based on a fixed threshold, using a quantitative matrix of human eye visual properties, combined with null tree coding techniques.The experimental results show that the algorithm outperforms the JPEG2000 standard in terms of compression ratio, peak signal-to-noise ratio, and visual quality. Algorithms have important application value in the construction of large-scale cultural relic image databases.

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Publication Details

Published
2025-04-02
DOI
https://doi.org/10.1117/12.3058551
Primary Topic
Image Processing and 3D Reconstruction
Type
article
Field-Weighted Citation Impact
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article

Research on cultural heritage protection based on fixed parameter wavelet algorithm

Xiujuan Li
Image Processing and 3D Reconstruction
article

Research on cultural heritage protection based on fixed parameter wavelet algorithm

Xiujuan Li
article en

Abstract

This article proposes a cultural relic image compression algorithm based on wavelet packet transform. By optimizing the wavelet packet basis selection and quantization strategy, the compression efficiency has been significantly improved while ensuring image quality. The study designed an optimal base selection strategy based on a fixed threshold, using a quantitative matrix of human eye visual properties, combined with null tree coding techniques.The experimental results show that the algorithm outperforms the JPEG2000 standard in terms of compression ratio, peak signal-to-noise ratio, and visual quality. Algorithms have important application value in the construction of large-scale cultural relic image databases.

Northwest Institute of Mining and Metallurgy (CN)
Sustainable cities and communities
Openalex Percentile: Top 95%
Image Processing and 3D Reconstruction
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